6 citations · 6 across the 3 of their papers we have counts for
3 papers · 1 filter
Bayesian analysis of multifidelity computer models with local features and non-nested experimental designs: Application to the WRF model
Bledar A. Konomi, Georgios Karagiannis
We propose a multi-fidelity Bayesian emulator for the analysis of the Weather Research and Forecasting (WRF) model when the available simulations are not generated based on hierarc…
Ice Model Calibration Using Semi-continuous Spatial Data
Won Chang, Bledar A. Konomi, Georgios Karagiannis +2
Rapid changes in Earth's cryosphere caused by human activity can lead to significant environmental impacts. Computer models provide a useful tool for understanding the behavior and…
On the Bayesian calibration of expensive computer models with input dependent parameters
Georgios Karagiannis, Bledar A. Konomi, Guang Lin
Computer models, aiming at simulating a complex real system, are often calibrated in the light of data to improve performance. Standard calibration methods assume that the optimal…